White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), 1:2 observation:pseudo-absence ratio, Full extent, non-seal (sst, tbtm, log depth, sbtm, seals, vel_mag, xbtm, evaluated using all metrics

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type

model_type	accuracy	roc_auc	boyce_cont	brier_class	tss_max
rf	0.9333333	0.9913672	0.9405742	0.0558297	0.9395046
bt	0.7367816	0.8053139	0.9866740	0.1691403	0.4810281
maxnet	0.6850575	0.7624988	0.9257383	0.2183151	0.4538946
gam	0.7321839	0.7916846	0.9368566	0.1712968	0.4632732
glm	0.6862069	0.7225026	0.6687406	0.1945041	0.3890679

Variable Importance